diff --git a/src/less/submissions.less b/src/less/submissions.less
index 92971cd..2ed4847 100644
--- a/src/less/submissions.less
+++ b/src/less/submissions.less
@@ -264,7 +264,7 @@
 		}
 
 		/*
-			Since we're hacking this dynamic suggestion feature into
+			Since we are hacking this dynamic suggestion feature into
 			jquery.chosen, we have to manually set the width of the input.
 			(see "Offer dynamic category suggestions" in submissions.js)
 		*/
@@ -283,11 +283,11 @@
 			padding-top: 5px;
 		}
 
-		#declineTextareaPreviewTrigger {
+		#previewTrigger {
 			font-size: 80%;
 		}
 
-		#declineTextareaPreview {
+		#previewContainer {
 			border: thin dotted gray;
 			width: 50%;
 			margin: 0.5em auto;
@@ -295,9 +295,16 @@
 			padding: 0 0.5em;
 		}
 
-		#declineTextareaPreview:empty {
+		#previewContainer:empty {
 			display: none;
 		}
+
+		#declineRejectWrapper{
+			font-size: 120%;
+			padding: 0;
+			border: 0;
+			margin: 0 0 .5em 0;
+		}
 	}
 
 	/* COMMENT */
diff --git a/src/modules/core.js b/src/modules/core.js
index 8d28c35..f833c32 100644
--- a/src/modules/core.js
+++ b/src/modules/core.js
@@ -1315,6 +1315,10 @@
 		 * converting checkboxes to bools, providing textual values of select
 		 * elements, ignoring placeholder elements, and more.
 		 *
+		 * For a radio button group, pass in the container element, which must
+		 * be a fieldset with the appropriate "name" attribute. Its id will
+		 * be used as the key in the data object.
+		 *
 		 * @param {jQuery} $selector elements to get values from
 		 * @return {object} object of values, with the ids as keys
 		 */
@@ -1327,6 +1331,8 @@
 
 				if ( element.type === 'checkbox' ) {
 					value = element.checked;
+				} else if ( element.type === 'fieldset' ) {
+					value = $element.find( ':checked' ).val();
 				} else {
 					value = $element.val();
 
diff --git a/src/modules/submissions.js b/src/modules/submissions.js
index 35eca20..29ab8be 100644
--- a/src/modules/submissions.js
+++ b/src/modules/submissions.js
@@ -1621,6 +1621,18 @@
 				max_selected_options: 2
 			} );
 
+			// Set up jquery.chosen for the reject reason
+			$afch.find( '#rejectReason' ).chosen( {
+				placeholder_text_single: 'Select a reject reason...',
+				search_contains: true,
+				inherit_select_classes: true,
+				max_selected_options: 2
+			} );
+
+			// rejectReason starts off hidden by default, which makes the _chosen div
+			// display at 0px wide for some reason. We must manually fix this.
+			$afch.find( '#rejectReason_chosen' ).css( 'width', '350px' );
+
 			// And now add the handlers for when a specific decline reason is selected
 			$afch.find( '#declineReason' ).change( function () {
 				var reason = $afch.find( '#declineReason' ).val(),
@@ -1706,15 +1718,15 @@
 				$afch.find( '#declineTextarea' ).val( prevDeclineComment );
 
 				// If the user wants a preview, show it
-				if ( $( '#declineTextareaPreviewTrigger' ).text() == '(hide preview)' ) {
-					$( '#declineTextareaPreview' )
+				if ( $( '#previewTrigger' ).text() == '(hide preview)' ) {
+					$( '#previewContainer' )
 						.empty()
 						.append( $.createSpinner( {
 							size: 'large',
 							type: 'block'
 						} ).css( 'padding', '20px' ) );
 					AFCH.getReason( reason ).done( function ( html ) {
-						$( '#declineTextareaPreview' ).html( html );
+						$( '#previewContainer' ).html( html );
 					} );
 				}
 
@@ -1725,10 +1737,10 @@
 			} ); // End change handler for the reason select box
 
 			// Attach the preview event listener
-			$afch.find( '#declineTextareaPreviewTrigger' ).click( function () {
+			$afch.find( '#previewTrigger' ).click( function () {
 				var reason = $afch.find( '#declineReason' ).val();
 				if ( this.textContent == '(preview)' && reason ) {
-					$( '#declineTextareaPreview' )
+					$( '#previewContainer' )
 						.empty()
 						.append( $.createSpinner( {
 							size: 'large',
@@ -1736,17 +1748,26 @@
 						} ).css( 'padding', '20px' ) );
 					var reasonDeferreds = reason.map( AFCH.getReason );
 					$.when.apply( $, reasonDeferreds ).then( function ( a, b ) {
-						$( '#declineTextareaPreview' )
+						$( '#previewContainer' )
 							.html( Array.prototype.slice.call( arguments )
 								.join( '<hr />' ) );
 					} );
 					this.textContent = '(hide preview)';
 				} else {
-					$( '#declineTextareaPreview' ).empty();
+					$( '#previewContainer' ).empty();
 					this.textContent = '(preview)';
 				}
 			} );
-		} );
+
+			// Attach the decline vs reject radio button listener
+			$afch.find( 'input[type=radio][name=declineReject]' ).click( function () {
+				var declineOrReject = $afch.find( 'input[name=declineReject]:checked' ).val();
+				$afch.find( '#declineReasonWrapper' ).toggleClass( 'hidden', declineOrReject === 'reject' );
+				$afch.find( '#rejectReasonWrapper' ).toggleClass( 'hidden', declineOrReject === 'decline' );
+				$afch.find( '#declineInputWrapper' ).toggleClass( 'hidden', declineOrReject === 'reject' );
+				$afch.find( '#rejectInputWrapper' ).toggleClass( 'hidden', declineOrReject === 'decline' );
+			} );
+		} ); // End loadView callback
 
 		addFormSubmitHandler( handleDecline );
 	}
diff --git a/src/templates/tpl-submissions.html b/src/templates/tpl-submissions.html
index 2075d19..c42df18 100644
--- a/src/templates/tpl-submissions.html
+++ b/src/templates/tpl-submissions.html
@@ -190,6 +190,14 @@
 	<div class="header">Declining...</div>
 	<div id="afchContent" class="content centered">
 
+		<fieldset id="declineRejectWrapper" class="radioContainer afch-input" name="declineReject">
+			<input type="radio" id="declineRejectDecline" name="declineReject" value="decline" checked />
+			<label for="declineRejectDecline"><b>Decline</b> (for later improvement &amp; resubmission)</label>
+			&emsp;
+			<input type="radio" id="declineRejectReject" name="declineReject" value="reject" />
+			<label for="declineRejectReject"><b>Reject</b> (unsuitable topic; no option to resubmit)</label>
+		</fieldset>
+
 		<div id="declineReasonWrapper">
 			<select id="declineReason" class="afch-input text-left" multiple="multiple">
 				<option value=""></option>
@@ -239,8 +247,19 @@
 					<option value="mergeto">mergeto - Submission should be merged into an existing article</option>
 				</optgroup>
 			</select>
-			<a id="declineTextareaPreviewTrigger" class="link" role="button">(preview)</a>
-			<div id="declineTextareaPreview"></div>
+		</div>
+
+		<div id="rejectReasonWrapper" class="hidden">
+			<select id="rejectReason" class="afch-input text-left" multiple="multiple">
+				<option value=""></option>
+				<option value="n">n - Topic is not notable</option>
+				<option value="e">e - Topic is contrary to the purpose of Wikipedia</option>
+			</select>
+		</div>
+
+		<div id="previewWrapper">
+			<a id="previewTrigger" class="link" role="button">(preview)</a>
+			<div id="previewContainer"></div>
 		</div>
 
 		<div id="declineInputWrapper">
@@ -282,6 +301,8 @@
 			</div>
 		</div>
 
+		<div id="rejectInputWrapper" class="hidden">asdf</div>
+
 		<div id="afchSubmitForm" data-running="Declining submission..." class="gradient-button button-centered decline hidden">Decline submission</div>
 
 	</div>